There are 7 repositories under efficientnet topic.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Implementation of EfficientNet model. Keras and TensorFlow Keras.
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Bumble's Private Detector - a pretrained model for detecting lewd images
High level network definitions with pre-trained weights in TensorFlow
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
A list of popular deep learning models related to classification, segmentation and detection problems
face recognition training project(pytorch)
PyTorch implementation of EfficientNetV2 family
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
yolov3 with mobilenetv2 and efficientnet
tensorflowJS implementation of EfficientNet 🚀
Image classification: efficientnet/resnest/seresnext/.....
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Insightface Keras implementation
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架
CNN image classifier implemented in Keras Notebook 🖼️.
Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
Using efficientnet to provide embeddings for retrieval
Bridging the gap Between Stability and Scalability in Neural Architecture Search
PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng